How to use the Linear Regression Calculator
- 1 Enter the numbers or data requested.
- 2 Choose the calculation option when available.
- 3 Review the result and its assumptions.
How the Linear Regression Calculator works
The least-squares line minimizes the sum of squared vertical residuals. R-squared describes the share of observed variation explained by this fitted line; it does not establish causation.
Entering your data
Use the values or comma-separated observations requested above. Check that you use consistent units and include every value relevant to the calculation.
Understanding the result
The result follows the formula shown here and is rounded for display. It is a mathematical aid; check assumptions and data quality before using it in coursework, analysis or a decision.
Frequently asked questions
How is this result calculated?
The least-squares line minimizes the sum of squared vertical residuals. R-squared describes the share of observed variation explained by this fitted line; it does not establish causation.
Can I use the result as a guarantee?
No. The result depends on the inputs and stated assumptions. Review the data and method before relying on it.
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